Perceiving Systems, Computer Vision

DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation

2021

Conference Paper

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Author(s): Harder, F. and Adamczewski, K. and Park, M.
Book Title: Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS)
Volume: 130
Pages: 1819--1827
Year: 2021
Month: April

Series: Proceedings of Machine Learning Research
Editors: Arindam Banerjee and Kenji Fukumizu
Publisher: PMLR

Department(s): Empirical Inference
Research Project(s): Privacy
Bibtex Type: Conference Paper (conference)

Event Name: AISTATS 2021
Event Place: Virtual Conference

State: Published
URL: http://proceedings.mlr.press/v130/harder21a.html

BibTex

@conference{HarAdaPar,
  title = {DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation},
  author = {Harder, F. and Adamczewski, K. and Park, M.},
  booktitle = {Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS)},
  volume = {130},
  pages = {1819--1827},
  series = {Proceedings of Machine Learning Research},
  editors = {Arindam Banerjee and Kenji Fukumizu},
  publisher = {PMLR},
  month = apr,
  year = {2021},
  doi = {},
  url = {http://proceedings.mlr.press/v130/harder21a.html},
  month_numeric = {4}
}